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Local linear estimation of the conditional hazard function

Ibrahim Massim, Boubaker Mechab

Abstract


In this paper, we consider the local linear estimation of the conditional hazard function of a real response variable given a functional variable, using the local linear estimation of the conditional density and cumulative distribution function. Under some regularity conditions, we establish the almost complete convergence with rate for the proposed estimator.

Keywords


functional data, local linear estimation, conditional hazard function, functional nonparametric statistics.

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